Finance and Financial Management Commons^™

Scaled Pca: A New Approach To Dimension Reduction, Dashan Huang, Fuwei Jiang, Guoshi Tong, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

The notion that bond risk premium varies with business cycles is challenged once real time macro data are used. In this paper, we argue that the macro factors extracted by using the standard PCA are not the most relevant for forecasting bond risk premium, because the PCA factors are designed to explain the most variation of macro data instead of the variation of bond risk premium. With the latter objective in mind, we propose a scaled PCA (sPCA) approach, which incorporates the information in bond risk premium in the factor extraction procedure. The real time macro sPCA factors have much …

Incorporating Active Adjustment Into A Financing Based Model Of Capital Structure, Neal Maroney, Wei Wang, M. Kabir Hassan

Business Faculty Publications

The conventional partial adjustment model, which focuses on leverage evolution, has difficulty identifying deliberate capital structure adjustments as it confounds financing decisions with the mechanical autocorrelation of leverage. We propose and estimate a financing-based partial adjustment model that separates the effects of financing decisions on leverage evolution from mechanical evolution. The speed of adjustment (SOA) is firm specific and stochastic, and active targeting of capital structure has a multiplier effect that depends on the size of financial deficit. Overall, we find expected SOA from active rebalancing
(30%) more than doubles what is expected from mechanical mean reversion alone (13%).

The Evolution Of Entrepreneurial Finance: A New Typology, J. Brad Bernthal

BYU Law Review

There has been an explosion in new types of startup finance instruments. Whereas twenty years ago preferred stock dominated the field, startup companies and investors now use at least eight different instruments—six of which have only become widely used in the last decade. Legal scholars have yet to reflect upon the proliferation of instrument types in the aggregate. Notably missing is a way to organize instruments into a common framework that highlights their similarities and differences. This Article makes four contributions. First, it catalogues the variety of startup investment forms. I describe novel instruments, such as revenue-based financing, which remain …

Financial Repression In China: Short-Term Growth But Long-Term Crisis, Guangdong Xu, Michael Faure

Loyola of Los Angeles International and Comparative Law Review

No abstract provided.

Count On Your Subordinates: Young Managers And Innovation Efficiency, Lei Gao, Christine X. Jiang, Mohamed Mekhaimer

Business Faculty/Staff Publications

We investigate the relationship between executives’ horizons and firms’ innovation efficiency. Motivated by Acharya, Myers, and Rajan’s (2011, JF) theory, we devise a measure of internal governance based on the difference in expected horizons between a CEO and her subordinates. Consistent with our conjecture, we find robust evidence that subordinate managers with longer horizon compared to the CEO can improve firm’s innovation efficiency. Internal governance has a stronger effect on innovation efficiency for firms with elder, generalist CEOs and when the number of subordinates on the board is higher. However, while the presence of powerful CEOs attenuates the effect, overconfident …

Committee Meetings Information Packet, Wku Board Of Regents

Board of Regents Documents

Information Packet:

• Auditor's Reports & Financial Statements for WKYU-TV & WKYU-FM Radio
• 2019-20 Tuition & Mandatory Student Fees Schedule
• Personnel Actions
• Faculty One Time Payments
• Staff One Time Payments
• 2018-19 Operating Budget Revisions
• 2018-19 Second Quarter Statement of Revenues & Expenditures
• Quarterly Internal Audit Report
• Sabbatical Leaves

Risk Pooling, Supply Chain Hierarchy, And Analysts' Forecasts, Nan Hu, Jian-Yu Ke, Ling Liu, Yue Zhang

Research Collection School Of Computing and Information Systems

We investigate whether a firm's risk pooling affects its analysts' forecasts, specifically in terms of forecast accuracy and their use of public vs. private information, and how risk pooling interacts with a firm's position in the supply chain to affect analysts' forecasts. We use a social network analysis method to operationalize risk pooling and supply chain hierarchy, and find that risk pooling significantly reduces analysts' forecast errors and increases (decreases) their use of public (private) information. We also find that the positive (negative) relationships between risk pooling and analyst forecast accuracy and analysts' use of public (private) information are more …

Improving Vix Futures Forecasts Using Machine Learning Methods, James Hosker, Slobodan Djurdjevic, Hieu Nguyen, Robert Slater

SMU Data Science Review

The problem of forecasting market volatility is a difficult task for most fund managers. Volatility forecasts are used for risk management, alpha (risk) trading, and the reduction of trading friction. Improving the forecasts of future market volatility assists fund managers in adding or reducing risk in their portfolios as well as in increasing hedges to protect their portfolios in anticipation of a market sell-off event. Our analysis compares three existing financial models that forecast future market volatility using the Chicago Board Options Exchange Volatility Index (VIX) to six machine/deep learning supervised regression methods. This analysis determines which models provide best …

The Core, Periphery, And Beyond: Stock Market Comovements Among Eu And Non-Eu Countries, Michael A. Goldstein, Joseph Mccarthy, Alexei G. Orlov

Finance Department Faculty Journal Articles

We thank conference participants at the 2016 Financial Management Association and our discussant Fernando Moreira, and two anonymous referees for immensely helpful comments. We also thank Andrew Patton and James P. LeSage for sharing their MATLAB codes for computing quantile dependence. The authors of this paper are responsible for any errors or omissions. The Securities and Exchange Commission, as a matter of policy, disclaims responsibility for any private publication or statement by any of its employees. The views expressed herein are those of the authors and do not necessarily reflect the views of the Commission or the authors' colleagues on …

Governance Structure And Performance Of Private Family Firms, Tarun Mukherjee, Vighneshwara Swami, Wei Wang

Business Faculty Publications

A debate exists on the issue of whether a governance system is value additive or even necessary for a privately-held firm. One side of the debate suggests that, since agency problems do not exist in a small private firm, it does not need a costly governance system. The other side argues that a private firm indeed faces agency costs in the form of altruism and, therefore, could extract net gains from a governance system. In this paper, we empirically investigate whether a good governance system crates or destroys value of private family firms. We first demonstrate that a multifamily firm …

Fraud In Small Businesses: A Preliminary Study, Esther Bunn, Jack Ethridge, Kaili Crow

Faculty Publications

This study investigates the attitudes small business owners and managers have towards fraud and internal controls. Commonly small businesses consist of long-term friends and relatives and tend to embody a culture of family, love, and trust. Four factors were identified that lend themselves to a lack of internal controls and a breeding ground for fraud. A survey was distributed to small business owners and management. The responses were analyzed and compared to the data in the 2016 American Certified Fraud Examiners Report to the Nations. Of the four expectations studied, only the anticipated results of Expectation 1 were confirmed.

Women's Entrepreneurship Report 2018/2019, Amanda B. Elam, Candida G. Brush, Patricia G. Greene, Benjamin Baumer, Monica Dean, René Heavlow, Babson College, Smith College, Global Entrepreneurship Research Association (Gera)

Financial Education and Entrepreneurship Research

This year marks the 20th anniversary of Global Entrepreneurship Monitor (GEM) conducting entrepreneurship research in economies around the world through a system of rigorous data collection, extensive analysis, and widespread dissemination of results. Studies on women’s participation in entrepreneurial behaviors have long been a part of this project, with reports developed approximately every two years. The 2018/2019 report provides analysis from 59 economies, aggregating data from two GEM data collection cycles: 10 economies reporting in 2017 and 49 reporting in 2018. For the purpose of analysis and to allow for comparisons, these countries are grouped into three levels of national …

Estimation Of Multivariate Asset Models With Jumps, Angela Loregian, Laura Ballotta, Gianluca Gianluca Fusai, Marcos Fabricio Perez

Business Faculty Publications

We propose a consistent and computationally efficient two-step methodology for the estimation of multidimensional non-Gaussian asset models built using Levy processes. The proposed framework allows for dependence between assets and different tail behaviors and jump structures for each asset. Our procedure can be applied to portfolios with a large number of assets as it is immune to estimation dimensionality problems. Simulations show good finite sample properties and significant efficiency gains. This method is especially relevant for risk management purposes such as, for example, the computation of portfolio Value at Risk and intra-horizon Value at Risk, as we show in detail …

Ua25/1 Finance & Administration Accounts & Fiscal Services, Wku Archives

WKU Archives Collection Inventories

Financial records of historic value.

Bachelor Of Science In Business Administration In Finance_2019-2020, Nova Southeastern University

Huizenga Undergraduate Course Catalogs

No abstract provided.

Ua25/2 Memoranda, Wku Human Resources

WKU Administration Documents

Memoranda issued by WKU Human Resources to faculty & staff via email.

• Human Resources' Staffing & Services
• General Update - Compensation & Performance Management/Development Projects
• Pension Reform Update
• 2019 Special Legislative Session Update

Small Business Lending And Social Capital: Are Rural Relationships Different?, Robert Deyoung, Dennis Glennon, Peter J. Nigro, Kenneth Spong

The Journal of Entrepreneurial Finance

We test whether rural versus urban location, and the amount of social capital present in those locations, influence the performance of Small Business Administration (SBA) 7(a) loans originated between 1984 and 2012. On average, we find that rural loans are about 11% less likely to default than urban loans, and that a standard deviation increase in social capital reduces default by about 5%. Surprisingly, these two effects are largely independent of each other, even though social capital is substantially higher in rural places than in urban places. Our findings advance the small business lending literature and offer insights for a …

The Future Of The Euro In A Post-Greek Environment: Opportunities And Perils, Mallory Orr

Senior Honors Projects, 2010-2019

This thesis will discuss the integration across Europe within the past century that led to European monetary union with the creation of the euro currency. It will then explain how the global financial crisis manifested in Europe, namely with the European sovereign debt crisis. This crisis deeply affected the economy of the eurozone, notably Greece and other southern European nations. Finally, this thesis will examine the future of the currency as well as the European Union.

Strategic Alliances Between Banks And Fintechs For Digital Innovation: Motives To Collaborate And Types Of Interaction, Milan Frederik Klus, Todor Stefan Lohwasser, Friedrich Holotiuk, Jürgen Moormann

The Journal of Entrepreneurial Finance

In times of digitalization, established firms operating in the financial services sector increasingly form alliances with start-up companies to satisfy the customers´ demand for rapid innovation and cope with the growing dynamics of markets. Technology-enabled innovation challenges traditional business models of incumbent institutions (e.g., banks) and requires them to adapt swiftly to the needs of the digital age. However, young firms providing technological solutions for the financial services industry (fintechs) also face difficulties, such as meeting regulatory requirements and winning the trust of potential customers. To compensate for these shortcomings and to exploit synergies, banks and fintechs are increasingly pooling …

Start-Up Financing In The Digital Age – A Systematic Review And Comparison Of New Forms Of Financing, Maximilian Klein, Florian Neitzert, Thomas Hartmann-Wendels, Sascha Kraus

The Journal of Entrepreneurial Finance

Start-ups are seen as the leading force in dynamically growing economies. Limited financing opportunities often prevent entrepreneurs from realizing their innovative business ideas or taking growth opportunities. However, in the context of the technological revolution, a fundamental change in the entrepreneurial finance landscape is observed. Innovative, digital financial instruments such as Business Angel Networks, Crowdfunding, or Initial Coin Offerings provide young companies with attractive financing opportunities. Although a large number of studies focus on start-up financing in the digital age, the literature is still fragmented. By providing a systemic literature review of 85 high-quality peer-reviewed journal articles published between 1990 …